لطفا منتظر بمانید ...
0% Complete
صفحه اصلی
/
سی و یکمین کنفرانس بین المللی مهندسی برق
A Novel UAV-enabled V2V Mobile Network: A Reinforcement Learning Approach
نویسندگان :
Hossein Mohammadi Firouzjaei
1
Javad Zeraatkar
2
Mehrdad Ardebilipour
3
1- K.N.Toosi University of Technology
2- University of Birjand
3- K.N.Toosi University of Technology
کلمات کلیدی :
Mobile Networks،UAV،Reinforcement Learning،V2V Networks،Energy Harvesting
چکیده :
While using Unmanned Aerial Vehicles (UAVs) as flying Base Stations (FBSs) to improve the efficiency of mobile networks can be a promising approach, there are some challenges like the limited energy of the UAV. Applying Reinforcement Learning (RL) algorithms can be a practical solution to solve the energy problem. Furthermore, combining the UAV-aided mobile networks with RL algorithms can be a promising tendency to help other terrestrial vehicles to find the best route. A Vehicle-to-Vehicle (V2V) mobile network, which the UAV plays the role of a FBS and harvests energy from terrestrial users is investigated in this paper. Following that, the limited energy problem of the UAV that avoids it to complete its mission, is solved by using RL algorithms. The RL algorithm of this paper is formed by a modified Q-Learning algorithm. The effectiveness of the proposed scenario is indicated in the simulation results.
لیست مقالات
لیست مقالات بایگانی شده
Evaluation of Different Connectivity Methods for Obsessive Compulsive Disorder Diagnosis
Samandokht Rashidi - Amin Abdipourasl - Fatemeh Jamaloo - Reza Rostami
Design of a Retinal Prosthesis Circuit With In-pixel Edge Detection Capability
Zahra Bonesbordi - Sayed Masoud Sayedi
High-Gain Quasi-Z-Source DC-DC Converter with Single Magnetic Core and Pole Placement Control for DC Microgrid Applications
Ali Nadermohammadi - Zahra Behboudi - Amirhossein Akhbari - Soheil Norouzi - Seyed Hossein Hosseini - Mehran Sabahi
Primary-Side Nonlinear Model Predictive Control for Dynamic Wireless Power Transfer System in Electric Vehicles
Kioumars Shahriari - Salar Sadeghian - Sahand Fardadidokht Fooman - Adib Abrishamifar
A Two-Stage Hierarchical Deep Learning Model for Inter-Patient Arrhythmia Classification
Mohammad Ahmadabadi - Ali Sadr
An Analysis of Nash Equilibrium Learning through Myopic Decision-making in Incomplete Information Double Sided Auction Games within Markets
Hesam Farzaneh - Parsa Zholideh
Ultra-Low Power Current-Mode ASK Demodulator for Contactless Smart Cards
Somayeh Yousefi - Mohsen Jalali
قرارگیری بهینه سطوح هوشمند قابل تنظیم مجدد برای مکان یابی فرستنده
مهدی گودرزی - فریدون بهنیا - امین آقاتبار رودباری
بهینه سازی تزویج فیبر نوری باریک شده و موجبر نوری بر بستر پلیمر
مهتاب حسینعلی زاده - مونا ثریا - غلام محمد پارسا نسب - شکراله کریمیان
Design of a Multiple-Model Adaptive PID Autopilot for a Surface-to-Surface Missile's Pitch Channel With Stability Guarantees
Salar Rezaeizadeh - Firouz Allahverdizadeh - Vahid Behnamgol
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 44.7.2
